Fold 0
Model 0 best validation auc = 0.723944 on epoch 40
Model 0 test auc = 0.904275
Ensemble test auc = 0.904275
Fold 1
Model 0 best validation auc = 0.741315 on epoch 34
Model 0 test auc = 0.880795
Ensemble test auc = 0.880795
Fold 2
Model 0 best validation auc = 0.728169 on epoch 76
Model 0 test auc = 0.877784
Ensemble test auc = 0.877784
Fold 3
Model 0 best validation auc = 0.717371 on epoch 39
Model 0 test auc = 0.915111
Ensemble test auc = 0.915111
Fold 4
Model 0 best validation auc = 0.724883 on epoch 51
Model 0 test auc = 0.888621
Ensemble test auc = 0.888621
Fold 5
Model 0 best validation auc = 0.722535 on epoch 161
Model 0 test auc = 0.873570
Ensemble test auc = 0.873570
Fold 6
Model 0 best validation auc = 0.728169 on epoch 38
Model 0 test auc = 0.916918
Ensemble test auc = 0.916918
Fold 7
Model 0 best validation auc = 0.724413 on epoch 59
Model 0 test auc = 0.875376
Ensemble test auc = 0.875376
Fold 8
Model 0 best validation auc = 0.723944 on epoch 38
Model 0 test auc = 0.904877
Ensemble test auc = 0.904877
Fold 9
Model 0 best validation auc = 0.736150 on epoch 50
Model 0 test auc = 0.894642
Ensemble test auc = 0.894642
10-fold cross validation
	Seed 0 ==> test auc = 0.904275
	Seed 1 ==> test auc = 0.880795
	Seed 2 ==> test auc = 0.877784
	Seed 3 ==> test auc = 0.915111
	Seed 4 ==> test auc = 0.888621
	Seed 5 ==> test auc = 0.873570
	Seed 6 ==> test auc = 0.916918
	Seed 7 ==> test auc = 0.875376
	Seed 8 ==> test auc = 0.904877
	Seed 9 ==> test auc = 0.894642
Overall test auc = 0.893197 +/- 0.015554
Elapsed time = 0:05:05
